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View Code? Open in Web Editor NEWVisual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
License: MIT License
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
License: MIT License
ipcMain.on('setWindowSize') stretches the tagging canvas and breaks the tagging mechanism.
Add code to enable the training of a model from multiple tagged videos
@nadavbar need clarification
Instead of exporting all frames that have no tags only export frames that people have visited
Since a certain user can have multiple version of CNTK installed, we'll probably want to allow the user to choose with which version of CNTK he wants to work.
For now - we always assumes that the directory is named c:\local\cntk.
This requires a minor fix in the node-cntk-fastrcnn module, but the majority of the work should be on the UI.
I'm setting priority to P2, although it's a pretty critical feature in order to have the auto tagging useful IMO.
Loads metadata from batch cntk tagging
Update Tracking Blacklist to blacklist suggesting frame/region and not the suggested region.
Currently the tracking blacklist blacklists suggestions on next frame instead of the current frame updating this will make keeping track of suggestions much more effecient
A. auto runs tracking till the end of a scene
B. if the tracker is unsure about a suggestion prompts for user input
C. continues tracking to the end of a scene
Lets make sure this is the most elegant way of doing this. I want to minimize the amount of forms and dialogs
Can input 0 (which crashes the app after frame is stepped) or > 999
If i tag an object in a video preform blob tracking of the tagged div on the subsequent frames and provide suggested tags from that.
The current implementation creates a new background video and iterator for every tag, it should only iterate once.
Create a function that goes frame by frame into a function that takes a call back to clean the export to and review cntk code
A command line function to train a model using the "cntk export folder" that is generated by the tool.
A one time operation to to export frame of a video into a folder.
Add a control that allows the user to quickly skip to any frame.
-Add a hover to visualize a frame on the skip bar
This thread discuss possible ways to reduce the package size: electron/electron#2003
repro:
Add image support in addition to video tagging
1/2 day @nadavbar need clarification on which frames goes into which folder
Repro steps:
looks like snapToAspectRatio might have broken this
positive export files are missing after the export operation.
Eventhough Frame Changes. The canvas is not loaded. Solution the onupdate event to canplaythrough.
Add an overlay and animation on top of the video during the export process
The load video sequence is a bit confusing – you shouldn’t be able to submit if you didn’t select a video
Make the label default to the last used label instead of none or make it at least default to the first label if their is only one label provided instead of none.
also on export to CNTK and suggest tags
Add support for rendering the results of a model in the tool for suggested tags
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